How I Met Your Data

In this captivating episode of 'How I Met Your Data Today,' hosts Anjali Bansal and Karen Meppen interview fellow podcaster Jamie McCusker, the self-proclaimed Opinionated Ontologist. Jamie shares the journey into the world of ontology development. McCusker sheds light on the importance of bringing experience and perspective to data modeling, challenging the notion of being an impartial mediator....

In this episode of How I Met Your Data, Christina Hois, a data leader with over 30 years in financial services, joins Anjali and Junaid to explore why data challenges rarely stem from technology — and almost always come down to people. Christina shares why breaking down cultural silos, building stakeholder trust, and prioritizing data tied to real business outcomes matter more than deploying new t...

In this episode of How I Met Your Data: The Prompt, Anjali and Karen dig into one of the fastest-emerging patterns in development today: vibe coding - the practice of describing what you want and letting an LLM generate the code. It’s new. It’s evolving. And right now, it’s causing as much frustration as it is excitement. Karen breaks down what vibe coding actually looks like in practice: develope...

In this episode of How I Met Your Data, Anjali and Junaid sit down with Tony Shaw, Founder & CEO of DATAVERSITY - the force behind Enterprise Data World (EDW) and DGIQ. Tony traces the early origins of a “metadata conference” that became a global learning platform, then gets candid about what actually moves the data profession forward: cycles, culture, and community. We dig into how conference...

In this episode of How I Met Your Data Today, hosts Anjali and Junaid sit down with financial services industry veteran Julia Bardmesser about the significance of political capital in data leadership. Julia shares insights from her 25-year career, working across major institutions such as Bloomberg, Citi, Deutsche Bank, and Voya Financial, before founding her strategic advisory firm. She clarifies...

In this episode of The Prompt, hosts Anjali and Karen dive into the latest headlines about AI adoption and ROI, unpacking why 95% of AI pilots are reportedly failing while a select 5% succeed. Drawing parallels to the dot-com era, they explore the real reasons behind AI project failures, the importance of vendor partnerships, and the pitfalls of unrealistic expectations in proof-of-concept initiat...

In this episode of The Prompt, Anjali, Karen and Junaid unpack the unsettling news that shared ChatGPT conversations—via the platform’s “share” feature—were indexed by Google, making sensitive prompts and personal details publicly searchable. Topics explored include: How the share link works, and why “public” really means public Why even seemingly benign prompts can build an unnervingly detailed p...

In this episode of How I Met Your Data, hosts Anjali, Junaid, and guest Jay Krish dive deep into the rapidly evolving world of Agentic AI—a paradigm shift from rule-following automation to systems capable of autonomous decision-making. Jay, a seasoned financial services leader and AI thinker, breaks down what Agentic AI really is: a network of large language models working together to reason, adap...

In this episode, Junaid reflects on the CDOIQ Symposium in Boston, emphasizing the overwhelming focus on AI, especially AI agents, and their impact on white-collar jobs. We discuss the immense value of networking at conferences and debate whether CDOs overemphasize data quality at the expense of other critical areas like culture and literacy. And finally, we explore where CDO's oversteer and what...

In this episode of The Prompt, Anjali, Karen and Junaid dig into a common and often overlooked issue in today’s data-driven landscape: the mismatch between maximizing data and realizing business value. The hosts unpack the pitfalls of prioritizing AI-readiness and data hoarding over understanding critical business needs. They challenge the popular notion that more data equals more value—highlighti...

Vanessa Jones-Nyoni , Chief Data Officer at Commerzbank NY, joins How I Met Your Data to share her journey from Sierra Leone to the C-suite. We dive into the realities of modern data leadership in a highly regulated industry—balancing innovation with governance, wrangling unstructured data, and building a culture of AI and data literacy. Plus: what it's really like leading a lean team, the power o...

Welcome to The Prompt, a short-format minisode of How I Met Your Data, where hosts Junaid, Karen, and Anjali delve into the evolving landscape of data and AI. In this lively discussion, they explore the pivotal question of whether the Chief Data Officer (CDO) or Chief Data & AI Officer (CDAO) should report directly to a CEO, a CIO, or another C-level executive. Each host shares sharp insights...

What do knowledge graphs, beautiful wine, and the AI revolution have in common? According to Juan Sequeda, Principal Scientist at data.world and co-host of the popular Catalog & Cocktails podcast — everything. In this episode of How I Met Your Data, Juan joins Anjali and Karen for an energizing, thought-provoking deep dive into why semantic data modeling is having its renaissance moment, what...

Join Junaid, Karen, and Anjali for a special episode of "The Prompt," where they dive into the latest trends in data and analytics. Discover insights into major tech mergers and acquisitions, such as ServiceNow's acquisition of Data. World and Salesforce's partnership with Informatica. Learn about the implications for data governance, vendor lock-in, and AI readiness in today's rapidly evolving ma...

Welcome to another episode of How I Met Your Data. This time, we’re getting real about the messy, meaningful journey of career evolution. Our guest, Angelique Hopkins, along with our own Karen Meppen, unpack the highs, lows, and hard-earned wisdom of navigating big career moves in the fast-changing world of Data & Analytics. We’re talking about more than just job titles. From navigating burnou...

Welcome to a new chapter of 'How I Met Your Data', where we dive deeper into the real stories behind the data with our new co-hosts, Karen Meppen and Junaid. This episode explores the intersections of data leadership, AI disruption, and culture shifts, while introducing Karen and Junaid's unique perspectives and experiences in the data world. Join us as we discuss the messy middle, transformation...

Welcome to another episode of "How I Met Your Data" with your hosts Sandy Estrada and Anjali Bansal. Join us in this engaging conversation as we bid Sandy farewell on her new venture and welcome Rachel Moore Best, a renowned negotiation expert and lecturer at MIT. In this episode, Rachel shares her journey from music studies to becoming a negotiation specialist, emphasizing the significance of neg...

Welcome to Season 2 of "How I Met Your Data," where hosts Sandy Estrada and Anjali Bansal dive into the dynamic world of data. In this episode, they chat with guest Carly Van Zandt, Senior Director of Data Governance at Fresenius Medical Care.  Carly shares her fascinating journey from biology to data governance, highlighting her innovative approach to demonstrating the ROI of governance efforts,...

Welcome to the season finale of "How I Met Your Data," where hosts Sandy Estrada and Anjali Bansal guide you through the dynamic world of data. In this episode, Sandy shares highlights from her recent sabbatical, exploring the breathtaking landscapes of Olympic National Park and the vibrant culture of Barcelona. Anjali recounts her own summer adventures in Yellowstone and Hilton Head, emphasizing...

This episode of How I Met Your Data welcomes Dr. Elouise Epstein, a digital futurist, to discuss the often overlooked world of procurement. Listeners will learn what procurement is and why it's essential to business success. Dr. Epstein provides insights into the challenges that procurement teams face, including a lack of spend transparency, reliance on outdated technology, and the struggle to kee...

Welcome to another episode of How I Met Your Data! In this episode, hosts Sandy Estrada and Anjali Bansal are thrilled to welcome Malcolm Hawker, a seasoned expert in data and analytics with over 25 years of experience. Currently the Chief Data Officer at Prophecy, Malcolm shares his insights on master data management and data governance. The episode kicks off with a discussion about the recent CD...

This week, Anjali Bansal and Sandy Estrada, welcome Stefanie Gervasi, the Director of U.S. Partnerships and Alliances for Alation.  Alation is a leading provider of data cataloging and governance solutions designed to empower organizations to harness the power of their data effectively. In this episode, they dive into the intricate relationships between software companies, consulting firms, and da...

This week, on How I Met Your Data Anjali and I have a special edition for you. We're going to debrief on the Snowflake Data Cloud Summit that took place just a couple of weeks ago. Joining us is Michael Cochrane, Cervelo's Global Data and Analytics Consulting Practice Leader, and a longtime colleague of mine.  We dive deep into the evolution of Snowflake, its impact on clients, and how it has tran...

Join Sandy Estrada and Anjali Bansal in this exciting episode of "How I Met Your Data" as they welcome Junaid Farooq, a seasoned expert in data governance and strategy currently leading enterprise data initiatives at First Citizens Bank.  Junaid shares his journey and insights on data democratization, data governance, and the impact of AI on data management. Discover how First Citizens Bank naviga...

Welcome to this episode of "How I Met Your Data." Join hosts Sandy and Anjali as they delve into a captivating conversation with Erin Kelly from Kraft Analytics Group (KAGR). Erin, the Senior Vice President of Enterprise Solutions and Strategy, shares her experiences and insights on how KAGR, leverages data management, advanced analytics, and strategic consulting to help sports teams and leagues r...